Atrial_fibrillation_detection_EMD
importedsoftware/atrial-fibrillation-detection-emd
This repository contains code reproducing an existing method to detect atrial fibrillation using empirical mode decomposition of signals. This was a lecture that I gave for graduate-level BioSignal…
Machine-generated from the listed sources and not yet reviewed by a human.
- Category
- Software & Systems
- Subcategory
- unknown
- License
- Apache-2.0(osi)
- Status
- dormant
- Maturity
- deployed
- Organization
- unknown
- Country
- unknown
- Homepage
- unknown
- Documentation
- unknown
- Tags
- atrial-fibrillation · classification · ecg · electrophysiology · empirical-mode-decomposition · filter-design · lecture-notes · lecture-slides
- Regulatory
- unknown
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- signal_processing_projectsecg · filter-design
This repository consists of codes that I developed for EEG and ECG signal processing
- ECG-Atrial-Fibrillation-Classification-Using-CNNatrial-fibrillation · classification · ecg
This is a CNN based model which aims to automatically classify the ECG signals of a normal patient vs. a patient with AF and has been trained to achieve up to 93.33% validation accuracy.
- EMD_ECGecg · empirical-mode-decomposition
Empirical Mode Decomposition filter to remove the baseline frequency in ECG signal
- parallelEMDempirical-mode-decomposition
Parallel 1D Empirical Mode Decomposition (EMD) on GPU for processing multiple signals. For each IMF, it computes the upper and lower envelopes and identifies critical points (local maxima and minima).
- automatic-ecg-diagnosisatrial-fibrillation · ecg
Scripts and modules for training and testing neural network for ECG automatic classification. Companion code to the paper "Automatic diagnosis of the 12-lead ECG using a deep neural network".
- ecg-af-detection-physionet-2017atrial-fibrillation · ecg
AF Classification from a short single lead ECG recording: the PhysioNet/Computing in Cardiology Challenge 2017
- api.github.com/repos/prash030/Atrial_fibrillation_detection_EMDretrieved 2026-08-05 · via github-api
Machine-imported from GitHub search. Last push 2019-11-24, 9 stars, license reported as Apache-2.0. Category and schematic were assigned by keyword heuristics and are unreviewed.
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